Implementation details. We use the DeepLab-CRF-LargeFOV model [1]} where the parameters are initialized by VGG-16 [2]} network pre-trained on the ImageNet dataset [3]} (hereinafter referred to as "DeepLab v1-vgg16") and Deeplab v2 model [4]} where the parameters are initialized by resnet-101 network [5]} pre-trained on the ImageNet dataset (hereinafter referred to as "DeepLab v2-resnet101") as the basic network. And we use the standard settings for all parameters.
